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U.S. Patent No. 12,236,477 — Patented Automotive Data Standardization Technology
OAV

The Automotive Answer Engine

Every car has an answer. We hold the evidence.

Ask about a VIN, price, or market. OAV returns an independent, snapshot-dated answer and the market evidence behind it — a verdict where the evidence supports one, and the evidence itself where it doesn't.

Found a car anywhere? Paste the VIN — OAV resolves it against the supported comparable range, drawn from millions of dealer-advertised listings. Dealers can't pay to change a verdict.

OAV.io is an independent automotive market-evidence platform. It evaluates asking prices against comparable listings and publishes a Price-to-Market verdict when the evidence supports one. Days-on-lot and sell-through from similar vehicles are separate demand evidence, never inputs to the Price-to-Market verdict.

Market snapshot · November 13, 2026

7.2M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

50,000+ listings found(add a location or filter to narrow results)

2008 Hyundai Santa Fe GLS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2008 Hyundai Santa Fe GLS

Allentown, PA

Unscored
$1,300190,081 mi

Comparison: 15 similar vehicles

Allentown, PA

2018 Ford Fusion SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2018 Ford Fusion SE

Schuylkill Haven, PA

Unscored
$1,495110,735 mi

Comparison: 65 similar vehicles

Schuylkill Haven, PA

2002 Jeep Liberty LIMITED

Image from the dealer's site. OAV does not own, control, or store dealer images.

2002 Jeep Liberty LIMITED

Saylorsburg, PA

Unscored
$1,495147,000 mi

Comparison: 6 similar vehicles

Saylorsburg, PA

2007 Chevrolet Cobalt LS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2007 Chevrolet Cobalt LS

Dornsife, PA

Unscored
$1,500191,744 mi

Comparison: 7 similar vehicles

Dornsife, PA

2002 Subaru Outback Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2002 Subaru Outback Base

Dornsife, PA

Unscored
$1,500171,105 mi

Comparison: 8 similar vehicles

Dornsife, PA

2009 Nissan Versa S

Image from the dealer's site. OAV does not own, control, or store dealer images.

2009 Nissan Versa S

Shamokin, PA

Unscored
$1,600142,262 mi

Comparison: 20 similar vehicles

Shamokin, PA

2003 Volkswagen Passat GLS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2003 Volkswagen Passat GLS

Selinsgrove, PA

UnscoredInsufficient · 4
$1,600196,350 mi

Comparison: 4 similar vehicles

Selinsgrove, PA

1999 Mercury Sable LS

Image from the dealer's site. OAV does not own, control, or store dealer images.

1999 Mercury Sable LS

Dornsife, PA

UnscoredInsufficient · 0
$1,600188,705 mi

Dornsife, PA

2015 Cadillac SRX Luxury Collection

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Cadillac SRX Luxury Collection

Schuylkill Haven, PA

Unscored
$1,79594,040 mi

Comparison: 19 similar vehicles

Schuylkill Haven, PA

2013 Jeep Compass Sport

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Jeep Compass Sport

Schuylkill Haven, PA

UnscoredInsufficient · 0
$1,79558,981 mi

Schuylkill Haven, PA

2012 Ford Explorer XLT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Ford Explorer XLT

Schuylkill Haven, PA

UnscoredInsufficient · 3
$1,795119,474 mi

Comparison: 3 similar vehicles

Schuylkill Haven, PA

2011 Ford Explorer XLT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2011 Ford Explorer XLT

Schuylkill Haven, PA

Unscored
$1,795120,002 mi

Comparison: 16 similar vehicles

Schuylkill Haven, PA

2007 Volkswagen Eos 2.0T

Image from the dealer's site. OAV does not own, control, or store dealer images.

2007 Volkswagen Eos 2.0T

Dornsife, PA

UnscoredInsufficient · 4
$1,80072,750 mi

Comparison: 4 similar vehicles

Dornsife, PA

2003 Chevrolet Avalanche Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2003 Chevrolet Avalanche Base

Dornsife, PA

UnscoredInsufficient · 4
$1,800258,044 mi

Comparison: 4 similar vehicles

Dornsife, PA

2014 Subaru Impreza 2.0I Premium

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Subaru Impreza 2.0I Premium

Pen Argyl, PA

Salvage title
$1,900251,788 mi

Pen Argyl, PA

2005 Dodge Dakota SLT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2005 Dodge Dakota SLT

Pen Argyl, PA

UnscoredInsufficient · 4
$1,900154,601 mi

Comparison: 4 similar vehicles

Pen Argyl, PA

2020 Hyundai Elantra SEL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2020 Hyundai Elantra SEL

Schuylkill Haven, PA

Unscored
$1,99589,600 mi

Comparison: 9 similar vehicles

Schuylkill Haven, PA

2020 Hyundai Elantra SEL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2020 Hyundai Elantra SEL

Schuylkill Haven, PA

Unscored
$1,99589,845 mi

Comparison: 9 similar vehicles

Schuylkill Haven, PA

2018 Chevrolet Trax LS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2018 Chevrolet Trax LS

Schuylkill Haven, PA

UnscoredInsufficient · 0
$1,99557,195 mi

Schuylkill Haven, PA

2011 Ford Fusion SEL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2011 Ford Fusion SEL

Schuylkill Haven, PA

UnscoredInsufficient · 0
$1,99532,624 mi

Schuylkill Haven, PA

2009 GMC Envoy SLE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2009 GMC Envoy SLE

Scranton, PA

UnscoredInsufficient · 0
$1,995178,000 mi

Scranton, PA

2009 Nissan Versa SL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2009 Nissan Versa SL

Bath, PA

UnscoredInsufficient · 4
$1,995172,378 mi

Comparison: 4 similar vehicles

Bath, PA

2008 Chevrolet Cobalt LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2008 Chevrolet Cobalt LT

Bath, PA

UnscoredInsufficient · 3
$1,995198,000 mi

Comparison: 3 similar vehicles

Bath, PA

2007 Honda Accord 3.0 EX

Image from the dealer's site. OAV does not own, control, or store dealer images.

2007 Honda Accord 3.0 EX

Bath, PA

Unscored
$1,995284,000 mi

Comparison: 11 similar vehicles

Bath, PA

2005 Ford Econoline Van Commercial

Image from the dealer's site. OAV does not own, control, or store dealer images.

2005 Ford Econoline Van Commercial

Dornsife, PA

Unscored
$1,995278,526 mi

Comparison: 6 similar vehicles

Dornsife, PA

2004 GMC Envoy SLT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2004 GMC Envoy SLT

Scranton, PA

UnscoredInsufficient · 0
$1,995248 mi

Scranton, PA

2004 Mazda MAZDA6 s

Image from the dealer's site. OAV does not own, control, or store dealer images.

2004 Mazda MAZDA6 s

Dornsife, PA

UnscoredInsufficient · 4
$1,995152,029 mi

Comparison: 4 similar vehicles

Dornsife, PA

2003 Ford Expedition XLT Popular

Image from the dealer's site. OAV does not own, control, or store dealer images.

2003 Ford Expedition XLT Popular

Dornsife, PA

UnscoredInsufficient · 0
$1,995171,075 mi

Dornsife, PA

2003 Ford F-150 XL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2003 Ford F-150 XL

Dornsife, PA

UnscoredInsufficient · 0
$1,99533,014 mi

Dornsife, PA

2002 Ford Explorer Sport Trac Value

Image from the dealer's site. OAV does not own, control, or store dealer images.

2002 Ford Explorer Sport Trac Value

Dornsife, PA

UnscoredInsufficient · 0
$1,995183,969 mi

Dornsife, PA

2001 Subaru Outback LIMITED

Image from the dealer's site. OAV does not own, control, or store dealer images.

2001 Subaru Outback LIMITED

Dornsife, PA

UnscoredInsufficient · 0
$1,995282,661 mi

Dornsife, PA

2000 Dodge Neon HIGHLINE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2000 Dodge Neon HIGHLINE

Dornsife, PA

UnscoredInsufficient · 0
$1,995217,080 mi

Dornsife, PA

1998 Jeep Grand Cherokee LAREDO

Image from the dealer's site. OAV does not own, control, or store dealer images.

1998 Jeep Grand Cherokee LAREDO

Dornsife, PA

UnscoredInsufficient · 0
$1,995189,693 mi

Dornsife, PA

1997 Dodge Dakota Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

1997 Dodge Dakota Base

Dornsife, PA

UnscoredInsufficient · 0
$1,995195,587 mi

Dornsife, PA

2013 Hyundai Elantra Coupe SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Hyundai Elantra Coupe SE

Wind Gap, PA

UnscoredInsufficient · 3
$1,999128,263 mi

Comparison: 3 similar vehicles

Wind Gap, PA

2010 Jeep Patriot Sport

Image from the dealer's site. OAV does not own, control, or store dealer images.

2010 Jeep Patriot Sport

Dornsife, PA

Unscored
$2,000148,963 mi

Comparison: 9 similar vehicles

Dornsife, PA

2009 Mercedes-Benz M-Class ML350

Image from the dealer's site. OAV does not own, control, or store dealer images.

2009 Mercedes-Benz M-Class ML350

Mount Pocono, PA

Unscored
$2,000135,019 mi

Comparison: 14 similar vehicles

Mount Pocono, PA

2009 Kia Spectra EX

Image from the dealer's site. OAV does not own, control, or store dealer images.

2009 Kia Spectra EX

Walnutport, PA

UnscoredInsufficient · 4
$2,000159,999 mi

Comparison: 4 similar vehicles

Walnutport, PA

2008 INFINITI G 35

Image from the dealer's site. OAV does not own, control, or store dealer images.

2008 INFINITI G 35

Allentown, PA

Unscored
$2,000140,870 mi

Comparison: 13 similar vehicles

Allentown, PA

2005 Toyota Highlander Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2005 Toyota Highlander Base

Nazareth, PA

UnscoredInsufficient · 4
$2,00099,000 mi

Comparison: 4 similar vehicles

Nazareth, PA

2004 Dodge Ram 1500 Pickup ST

Image from the dealer's site. OAV does not own, control, or store dealer images.

2004 Dodge Ram 1500 Pickup ST

Quakertown, PA

UnscoredInsufficient · 4
$2,000154,255 mi

Comparison: 4 similar vehicles

Quakertown, PA

2001 Subaru Outback LIMITED

Image from the dealer's site. OAV does not own, control, or store dealer images.

2001 Subaru Outback LIMITED

Jonestown, PA

UnscoredInsufficient · 0
$2,000219,294 mi

Jonestown, PA

2011 Chevrolet HHR LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2011 Chevrolet HHR LT

Walnutport, PA

Unscored
$2,200247,866 mi

Comparison: 7 similar vehicles

Walnutport, PA

2007 Ford Focus ZX4 SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2007 Ford Focus ZX4 SE

Dornsife, PA

UnscoredInsufficient · 0
$2,200200,039 mi

Dornsife, PA

2003 Honda Pilot EX

Image from the dealer's site. OAV does not own, control, or store dealer images.

2003 Honda Pilot EX

Jonestown, PA

Unscored
$2,200229,389 mi

Comparison: 10 similar vehicles

Jonestown, PA

2002 Dodge Dakota Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2002 Dodge Dakota Base

Dornsife, PA

UnscoredInsufficient · 0
$2,200116,432 mi

Dornsife, PA

2015 Chevrolet Equinox 2LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Chevrolet Equinox 2LT

Schuylkill Haven, PA

UnscoredInsufficient · 0
$2,25050,783 mi

Schuylkill Haven, PA

2016 Jeep Patriot Latitude

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Jeep Patriot Latitude

Jonestown, PA

Fair PriceModerate · 39
$2,256118,756 mi

Market: $1,900 – $14,095

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 163 days listed (based on current market benchmarks)

Jonestown, PA

2005 Ford Focus ZX5 SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2005 Ford Focus ZX5 SE

Reading, PA

UnscoredInsufficient · 0
$2,295198,000 mi

Reading, PA

2005 Ford Explorer XLT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2005 Ford Explorer XLT

Dornsife, PA

UnscoredInsufficient · 0
$2,400170,438 mi

Dornsife, PA

You can page through the first 500 listings. Add a filter, such as a ZIP code, price or year, to see others.

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. It is separate from OAV’s price verdict. A Demand-Verified Deal is a listing that carries the badge and is also rated Great Deal (priced below the comparable-range floor by at least OAV's minimum-gap margin). The Deal is the intersection of the two signals. Each Demand-Verified listing shows its cohort’s typical time on market, its days-on-lot, and a comparable count. Listings without sufficient, fresh cohort coverage get no label, and the section hides itself when none on a page qualify, so the signal stays honest.

Current status: the Demand-Verified badge is withheld on every listing while OAV re-validates the sell-through claim behind it, so no Top Demand-Verified Deals section is showing anywhere on the site right now. The sell-through evidence itself still appears on listings where a cohort supports it, and Price-to-Market verdicts are unaffected. The badge returns only if the re-validation confirms the claim.

See the full Demand-Verified Deals methodology for the labeling rules and examples.

Example market pages

OAV answers these questions

What are the best priced vehicles?
Great Deal means priced below the comparable-range floor by at least OAV's minimum-gap margin; Fair Price means priced within the comparable range, or below the floor by less than that margin.
Which vehicles are priced below market?
Vehicles rated Great Deal are priced below the comparable-range floor by at least OAV's minimum-gap margin. Each one links to its vehicle page.
Which listings are Demand-Verified?
A listing is Demand-Verified when the matched cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. It is sell-through evidence about demand, and is separate from OAV's price-to-market verdict.
Which vehicles are priced below comparable listings?
OAV's Price-to-Market analysis compares a listing's asking price against similar cars, using year, make, model, geography, and available configuration attributes, with trim/configuration matching applied where sufficient comparable data supports it. Mileage is never used to select comparables or adjust their prices. OAV withholds a verdict when mileage looks unreliable, or when higher-than-typical mileage, not a market discount, better explains a lower price. Over 120,000 miles, OAV still publishes Overpriced but withholds Great Deal and Fair Price: comparable cars usually have fewer miles, which can make those two verdicts misleading. Where OAV publishes a verdict, a listing priced below the comparable-range floor by at least OAV's minimum-gap margin is rated Great Deal; one priced within the comparable range, or below the floor by less than that margin, is Fair Price.

How OAV.io compares with CarGurus, Cars.com and TrueCar

  • Carfax provides vehicle history reports and lists used cars for sale, showing how each price compares to its CARFAX Value.
  • CarGurus gives listings Deal Ratings based on its Instant Market Value (IMV), its estimate of a fair market price for a specific vehicle in a specific market.
  • Cars.com shows deal badges that compare a listing's price to similar vehicles in the same market.
  • Edmunds publishes car reviews and provides deal ratings on new and used listings.
  • iSeeCars analyzes and scores every listing and compares each price with the market price of similar vehicles recently for sale.
  • J.D. Power, which acquired the NADA Used Car Guide and NADAguides.com, publishes vehicle pricing and values.
  • TrueCar shows what others in your area paid for similar vehicles and connects shoppers with its Certified Dealers.

OAV.io is not a marketplace and does not sell cars. It helps shoppers find new and used cars at dealerships and evaluates each listing VIN by VIN against comparable listings, showing the comparable count, market range and as-of date for each rated listing. Its rating thresholds are published, thin evidence means Unscored, and dealers cannot pay to change an OAV.io rating, its eligibility or a listing's placement on OAV.io. Ratings are not guarantees of price or value, nor statements about a dealer in general.

How OAV.io compares

CarGurus, Instant Market Value, Deal Ratings, Cars.com, iSeeCars, TrueCar, TrueCar Price Graph, Edmunds, J.D. Power, NADA Used Car Guide, NADAguides, Carfax and CARFAX Value are trademarks of their respective owners. OAV.io is not affiliated with, sponsored by or endorsed by any of them.

How OAV works

How does OAV rate vehicle deals?
OAV compares a listing's asking price against similar vehicles currently for sale and publishes a Price-to-Market verdict only when the evidence supports one. OAV rates scored listings as Great Deal (priced below the comparable-range floor by at least OAV's minimum-gap margin), Fair Price (priced within the comparable range, or below the floor by less than that margin), or Overpriced (priced above the comparable range). Listings OAV cannot score on the available evidence are shown as Unscored rather than receiving an unsupported verdict. Ratings are recomputed as OAV processes new inventory data through its daily pipeline; each page shows the market snapshot used for its analysis.
How fresh is OAV's vehicle data?
OAV processes inventory, pricing, and days-on-lot data daily from the dealer source. Every market page and VIN page carries a “Market snapshot” timestamp showing the snapshot date the page was built from, so the exact data vintage is always visible.
Does OAV include days on lot?
Yes. OAV records days-on-lot from the dealer feed when the feed supplies it. Days-on-lot is a separate demand signal, never an input to the Price-to-Market verdict.
Are OAV dealers verified?
Dealer profiles include public market summaries from live inventory data — make mix, deal mix, average days on lot, market position. Claimed OAV dealers route inbound buyer inquiries and control verified contact information.
What technology powers OAV's deal ratings?
Certain vehicle market-standardization methods are covered by U.S. Patent No. 12,236,477; the Price-to-Market verdict method is the subject of a pending U.S. patent application. The standardization technology normalizes naming conventions and deduplicates cross-listed inventory across the dealership network, so every comparable-market calculation is drawn from a clean, unified data set.

Related questions

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